diff --git a/mythril/analysis/solver.py b/mythril/analysis/solver.py
index 65947485..760c8c2a 100644
--- a/mythril/analysis/solver.py
+++ b/mythril/analysis/solver.py
@@ -111,7 +111,11 @@ def _add_calldata_placeholder(
         tx["calldata"] = tx["input"]
     if not isinstance(transaction_sequence[0], ContractCreationTransaction):
         return
-    code_len = len(transaction_sequence[0].code.bytecode)
+
+    if type(transaction_sequence[0].code.bytecode) == tuple:
+        code_len = len(transaction_sequence[0].code.bytecode) * 2
+    else:
+        code_len = len(transaction_sequence[0].code.bytecode)
     concrete_transactions[0]["calldata"] = concrete_transactions[0]["input"][
         code_len + 2 :
     ]
@@ -164,7 +168,7 @@ def _get_concrete_state(initial_accounts: Dict, min_price_dict: Dict[str, int]):
 
         data = dict()  # type: Dict[str, Union[int, str]]
         data["nonce"] = account.nonce
-        data["code"] = account.code.bytecode
+        data["code"] = account.serialised_code()
         data["storage"] = str(account.storage)
         data["balance"] = hex(min_price_dict.get(address, 0))
         accounts[hex(address)] = data
diff --git a/mythril/disassembler/asm.py b/mythril/disassembler/asm.py
index 0c2bac35..0340b80e 100644
--- a/mythril/disassembler/asm.py
+++ b/mythril/disassembler/asm.py
@@ -3,7 +3,9 @@ code disassembly."""
 
 import re
 from collections.abc import Generator
+from functools import lru_cache
 
+from mythril.ethereum import util
 from mythril.support.opcodes import OPCODES, ADDRESS, ADDRESS_OPCODE_MAPPING
 
 regex_PUSH = re.compile(r"^PUSH(\d*)$")
@@ -86,7 +88,10 @@ def is_sequence_match(pattern: list, instruction_list: list, index: int) -> bool
     return True
 
 
-def disassemble(bytecode: bytes) -> list:
+lru_cache(maxsize=2 ** 10)
+
+
+def disassemble(bytecode) -> list:
     """Disassembles evm bytecode and returns a list of instructions.
 
     :param bytecode:
@@ -95,9 +100,20 @@ def disassemble(bytecode: bytes) -> list:
     instruction_list = []
     address = 0
     length = len(bytecode)
-    if "bzzr" in str(bytecode[-43:]):
-        # ignore swarm hash
-        length -= 43
+
+    if type(bytecode) == str:
+        bytecode = util.safe_decode(bytecode)
+        length = len(bytecode)
+        part_code = bytecode[-43:]
+    else:
+        part_code = bytes(bytecode[-43:])
+
+    try:
+        if "bzzr" in str(part_code):
+            # ignore swarm hash
+            length -= 43
+    except ValueError:
+        pass
 
     while address < length:
         try:
@@ -112,7 +128,10 @@ def disassemble(bytecode: bytes) -> list:
         match = re.search(regex_PUSH, op_code)
         if match:
             argument_bytes = bytecode[address + 1 : address + 1 + int(match.group(1))]
-            current_instruction.argument = "0x" + argument_bytes.hex()
+            if type(argument_bytes) == bytes:
+                current_instruction.argument = "0x" + argument_bytes.hex()
+            else:
+                current_instruction.argument = argument_bytes
             address += int(match.group(1))
 
         instruction_list.append(current_instruction)
diff --git a/mythril/disassembler/disassembly.py b/mythril/disassembler/disassembly.py
index d51927a1..00a76aba 100644
--- a/mythril/disassembler/disassembly.py
+++ b/mythril/disassembler/disassembly.py
@@ -36,7 +36,7 @@ class Disassembly(object):
         # open from default locations
         # control if you want to have online signature hash lookups
         signatures = SignatureDB(enable_online_lookup=self.enable_online_lookup)
-        self.instruction_list = asm.disassemble(util.safe_decode(bytecode))
+        self.instruction_list = asm.disassemble(bytecode)
         # Need to take from PUSH1 to PUSH4 because solc seems to remove excess 0s at the beginning for optimizing
         jump_table_indices = asm.find_op_code_sequence(
             [("PUSH1", "PUSH2", "PUSH3", "PUSH4"), ("EQ",)], self.instruction_list
@@ -82,7 +82,18 @@ def get_function_info(
     """
 
     # Append with missing 0s at the beginning
-    function_hash = "0x" + instruction_list[index]["argument"][2:].rjust(8, "0")
+    if type(instruction_list[index]["argument"]) == tuple:
+        try:
+            function_hash = "0x" + bytes(
+                instruction_list[index]["argument"]
+            ).hex().rjust(8, "0")
+        except AttributeError:
+            raise ValueError(
+                "Mythril currently does not support symbolic function signatures"
+            )
+    else:
+        function_hash = "0x" + instruction_list[index]["argument"][2:].rjust(8, "0")
+
     function_names = signature_database.get(function_hash)
 
     if len(function_names) > 0:
@@ -92,6 +103,8 @@ def get_function_info(
 
     try:
         offset = instruction_list[index + 2]["argument"]
+        if type(offset) == tuple:
+            offset = bytes(offset).hex()
         entry_point = int(offset, 16)
     except (KeyError, IndexError):
         return function_hash, None, None
diff --git a/mythril/laser/ethereum/cfg.py b/mythril/laser/ethereum/cfg.py
index 4fd3524b..cae9c525 100644
--- a/mythril/laser/ethereum/cfg.py
+++ b/mythril/laser/ethereum/cfg.py
@@ -66,7 +66,7 @@ class Node:
 
             code += str(instruction["address"]) + " " + instruction["opcode"]
             if instruction["opcode"].startswith("PUSH"):
-                code += " " + instruction["argument"]
+                code += " " + "".join(instruction["argument"])
 
             code += "\\n"
 
diff --git a/mythril/laser/ethereum/instructions.py b/mythril/laser/ethereum/instructions.py
index 4c68eb33..a92036c3 100644
--- a/mythril/laser/ethereum/instructions.py
+++ b/mythril/laser/ethereum/instructions.py
@@ -282,17 +282,39 @@ class Instruction:
         :return:
         """
         push_instruction = global_state.get_current_instruction()
-        push_value = push_instruction["argument"][2:]
-
+        push_value = push_instruction["argument"]
         try:
             length_of_value = 2 * int(push_instruction["opcode"][4:])
         except ValueError:
             raise VmException("Invalid Push instruction")
 
-        push_value += "0" * max(length_of_value - len(push_value), 0)
-        global_state.mstate.stack.append(
-            symbol_factory.BitVecVal(int(push_value, 16), 256)
-        )
+        if type(push_value) == tuple:
+            if type(push_value[0]) == int:
+                new_value = symbol_factory.BitVecVal(push_value[0], 8)
+            else:
+                new_value = push_value[0]
+            if len(push_value) > 1:
+                for val in push_value[1:]:
+                    if type(val) == int:
+                        new_value = Concat(new_value, symbol_factory.BitVecVal(val, 8))
+                    else:
+                        new_value = Concat(new_value, val)
+
+            pad_length = length_of_value // 2 - len(push_value)
+
+            if pad_length > 0:
+                new_value = Concat(new_value, symbol_factory.BitVecVal(0, pad_length))
+            if new_value.size() < 256:
+                new_value = Concat(
+                    symbol_factory.BitVecVal(0, 256 - new_value.size()), new_value
+                )
+            global_state.mstate.stack.append(new_value)
+
+        else:
+            push_value += "0" * max(length_of_value - (len(push_value) - 2), 0)
+            global_state.mstate.stack.append(
+                symbol_factory.BitVecVal(int(push_value, 16), 256)
+            )
         return [global_state]
 
     @StateTransition()
diff --git a/mythril/laser/ethereum/state/account.py b/mythril/laser/ethereum/state/account.py
index 05518b4c..53aff3f3 100644
--- a/mythril/laser/ethereum/state/account.py
+++ b/mythril/laser/ethereum/state/account.py
@@ -182,11 +182,22 @@ class Account:
         """
         return {
             "nonce": self.nonce,
-            "code": self.code,
+            "code": self.serialised_code(),
             "balance": self.balance(),
             "storage": self.storage,
         }
 
+    def serialised_code(self):
+        if type(self.code.bytecode) == str:
+            return self.code.bytecode
+        new_code = "0x"
+        for byte in self.code.bytecode:
+            if type(byte) == int:
+                new_code += hex(byte)
+            else:
+                new_code += "<call_data>"
+        return new_code
+
     def __copy__(self, memodict={}):
         new_account = Account(
             address=self.address,
diff --git a/mythril/laser/ethereum/transaction/transaction_models.py b/mythril/laser/ethereum/transaction/transaction_models.py
index 3b1d9d53..21f2f7d4 100644
--- a/mythril/laser/ethereum/transaction/transaction_models.py
+++ b/mythril/laser/ethereum/transaction/transaction_models.py
@@ -255,17 +255,12 @@ class ContractCreationTransaction(BaseTransaction):
         :param return_data:
         :param revert:
         """
-        if (
-            return_data is None
-            or not all([isinstance(element, int) for element in return_data])
-            or len(return_data) == 0
-        ):
+
+        if return_data is None or len(return_data) == 0:
             self.return_data = None
             raise TransactionEndSignal(global_state, revert=revert)
 
-        contract_code = bytes.hex(array.array("B", return_data).tobytes())
-
-        global_state.environment.active_account.code.assign_bytecode(contract_code)
+        global_state.environment.active_account.code.assign_bytecode(tuple(return_data))
         self.return_data = str(
             hex(global_state.environment.active_account.address.value)
         )
diff --git a/mythril/support/support_utils.py b/mythril/support/support_utils.py
index 84dfe05b..9956de6d 100644
--- a/mythril/support/support_utils.py
+++ b/mythril/support/support_utils.py
@@ -26,11 +26,15 @@ class Singleton(type):
         return cls._instances[cls]
 
 
-def get_code_hash(code: str) -> str:
+def get_code_hash(code) -> str:
     """
     :param code: bytecode
     :return: Returns hash of the given bytecode
     """
+    if type(code) == tuple:
+        # Temporary hack, since we cannot find symbols of sha3
+        return str(hash(code))
+
     code = code[2:] if code[:2] == "0x" else code
     try:
         keccak = _pysha3.keccak_256()
diff --git a/tests/integration_tests/analysis_tests.py b/tests/integration_tests/analysis_tests.py
index 988a6bf3..e93fae6c 100644
--- a/tests/integration_tests/analysis_tests.py
+++ b/tests/integration_tests/analysis_tests.py
@@ -29,6 +29,17 @@ test_data = (
         },
         None,
     ),
+    (
+        "symbolic_exec_bytecode.sol.o",
+        {
+            "TX_COUNT": 1,
+            "TX_OUTPUT": 0,
+            "MODULE": "AccidentallyKillable",
+            "ISSUE_COUNT": 1,
+            "ISSUE_NUMBER": 0,
+        },
+        None,
+    ),
 )
 
 
diff --git a/tests/testdata/input_contracts/symbolic_exec_bytecode.sol b/tests/testdata/input_contracts/symbolic_exec_bytecode.sol
new file mode 100644
index 00000000..8479ad9a
--- /dev/null
+++ b/tests/testdata/input_contracts/symbolic_exec_bytecode.sol
@@ -0,0 +1,23 @@
+pragma solidity ^0.8.0;
+
+contract Test {
+    uint256 immutable inputSize;
+
+    constructor(uint256 _log2Size) {
+        inputSize = (1 << _log2Size);
+    }
+
+    function getBytes(bytes calldata _input) public view returns (bytes32) {
+        require(
+            _input.length > 0 && _input.length <= inputSize,
+            "input len: (0,inputSize]"
+        );
+
+        return "123";
+    }
+
+    function commencekilling() public {
+        address payable receiver = payable(msg.sender);
+	selfdestruct(receiver);
+    }
+}
diff --git a/tests/testdata/inputs/symbolic_exec_bytecode.sol.o b/tests/testdata/inputs/symbolic_exec_bytecode.sol.o
new file mode 100644
index 00000000..7de4b200
--- /dev/null
+++ b/tests/testdata/inputs/symbolic_exec_bytecode.sol.o
@@ -0,0 +1 @@
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
\ No newline at end of file